SemiAnalysis@SemiAnalysis_ · 6月4日57

With the introduction of the TPUv8t, their new training focused TPU, Google unveiled a new scale-out network architecture called Virgo. Virgo is able to interconnect up to 134,400 chips with up to 47 Pbps of non-blocking bi-sectional bandwidth. (1/4)🧵

译随着TPUv8t（其新型训练专用TPU）的推出，Google公布了一种名为Virgo的全新横向扩展网络架构。Virgo能够将多达134,400个芯片互联，提供高达47 Pbps的无阻塞双向带宽。(1/4)🧵

Tibo@thsottiaux · 6月4日43

It’s time to fly! Excited to share the first short brand film for Codex. Catch it airing during Game 1 of the NBA Finals tonight. https://www.youtube.com/watch?v=bJcA23ckzcY

译It’s time to fly! 很高兴分享 Codex 的第一支品牌短片。今晚 NBA 总决赛第一场期间播出。 https://www.youtube.com/watch?v=bJcA23ckzcY

宝玉@dotey · 6月4日26

请教：Claude Code （Desktop）总是弹窗要确认权限，有没有办法避免总是要 Allow，很烦人，已经启用了 Bypass Permissions

Microsoft Research@MSFTResearch · 6月4日35

You don’t have to be a developer. You can just build stuff. @shanselman on his first walk through the Microsoft Research Lab at #MSBuild.

译你不必是开发者。你也可以构建东西。@shanselman 在 #MSBuild 上第一次参观微软研究院实验室。

Orange AI@oran_ge · 6月4日39

ColaOS 正在招聘 Agent OS 的交互设计师和 Agent QA 岗位 这两个岗位都会很有趣，OS 设计师几乎是把一切推翻重来，可以主导一个系统的交互定义 Agent QA 则是要把 Agent 用到极致，才能跟上今天工程师的节奏，甚至能以评估的方式推动他们工作 工作地点北京海淀，交互设计师支持远程，QA必须本地 图片是 JD，感兴趣的朋友欢迎来聊聊 另外其实也在招聘 Agent 产品 但是这个岗位的要求和以前的产品完全不一样 首先需要具备定义问题的能力 所以没有 JD，可以自行定义： 究竟什么是 Agent 产品？ 答案就是最好的介绍信。 联系邮箱 k@marswave.ai

译ColaOS 正在招聘 Agent OS 交互设计师和 Agent QA 岗位，工作地点北京海淀。交互设计师支持远程，QA 必须本地。设计师需推翻旧定义、主导系统交互；Agent QA 需极致使用 Agent 才能跟上工程师节奏。同时招聘 Agent 产品岗位，要求具备定义问题的能力，无固定 JD，需自行回答“什么是 Agent 产品”，答案即最好的介绍信。联系邮箱 k@marswave.ai。

DogeDesigner@cb_doge · 6月4日70

SpaceXAI keeps raising the bar. 🔥 Grok Imagine Video 1.5 preview is now live on the API, and the results look insanely cinematic. 📽️ Go try it yourself. 💻 Godspeed SpaceXAI. 🚀

译SpaceXAI 不断刷新标准。🔥 Grok Imagine Video 1.5 预览版现已上线 API，效果看起来极为电影感。📽️ 去亲自试试吧。💻 祝 SpaceXAI 好运。🚀

Orange AI@oran_ge · 6月4日25

硅谷英文AI推的焦虑程度是中文AI推的100倍。

Chubby♨️@kimmonismus · 6月4日60

Microsoft Build. My personal review. For me, this was the first time I had the chance to attend Microsoft Build, at Microsoft's invitation. To be honest, I didn't really know what to expect, but I was especially looking forward to the keynote. And it wasn't just the keynote: I also visited GitHub HQ, saw the event hall, sat in on numerous sessions, and even met Satya Nadella in person. Holy moly. It truly exceeded all my expectations. 2026 is turning out to be a crazy year for me. It started with NVIDIA GTC in San Jose in March, followed shortly after by a trip to China - Guangzhou and Beijing - then Google I/O in California, and now Microsoft Build, also in California. What a wild ride! I met incredible people and had fascinating conversations late into the evening about LLMs, chips, energy, geopolitical challenges, financial markets, and so much more. What impressed me most was the pioneering spirit, the optimistic atmosphere, the enthusiasm for being at the forefront of this tech-revolution. Optimism mixed with passion and a love of building, that's what I take away from all these trips. Microsoft was no exception. I got a behind-the-scenes look, heard exclusive GitHub sessions, experienced a personal demo of the flagship Surface Laptop Ultra, met researchers, and much more. My honest take on Microsoft Build: Microsoft is taking feedback seriously and is trying to set things in motion and drive change on every front. Seven new AI models - clearly not aiming for the absolute top end, but positioned in the mid-range, roughly at Sonnet level, and affordable; a new laptop with a new chip meant to rival the MacBook Pros, which, frankly, at first glance even seems capable of pulling it off; bold experiments like Project Solaris and the agentic handheld (yes, I've read all the Rabbit comparisons :D); a revamped Copilot app; the rollout of agentic features into enterprise editions with a new quantum chip; and plenty more. It certainly wasn't boring. Time will tell what succeeds, but I'd argue Microsoft is on the right track.

译Kim受邀首次参加微软Build，参观GitHub HQ、参与多场会议并见到Satya Nadella，认为远超预期。微软发布7个新AI模型（定位中端、约Sonnet级别、价格亲民），新Surface Laptop Ultra配新芯片对标MacBook Pro，展示Project Solaris和智能体手持设备等实验项目，推出改版Copilot应用，企业版新增智能体功能及新量子芯片。作者认为微软正认真听取反馈，在各个方向推动变革。

Rohan Paul@rohanpaul_ai · 6月4日45

Sergey Brin joined Rocky Yu for an unscripted fireside chat On topics like superintelligence: or how specialized scientific models for tasks like fusion reactor management and protein folding are converging into general purpose models like Gemini.

译Sergey Brin 与 Rocky Yu 进行了一场即兴炉边谈话 话题涉及超级智能：或讨论如何将用于聚变反应堆管理、蛋白质折叠等任务的专门科学模型，汇聚成类似 Gemini 这样的通用模型。

OpenClaw🦞@openclaw · 6月4日64

OpenClaw 2026.6.1 is live 🦞 🪟 native Windows node host 🛠️ Skill Workshop for self-learning agents 📋 Workboard orchestration 🧠 MiniMax M3 support Windows joins the cluster. No penguin costume required. https://github.com/openclaw/openclaw/releases/tag/v2026.6.1

译OpenClaw 2026.6.1 已上线 🦞 🪟 原生 Windows 节点主机 🛠️ 用于自主学习型智能体的技能工坊（Skill Workshop） 📋 工作板（Workboard）编排 🧠 支持 MiniMax M3 Windows 加入集群。无需企鹅服。 https://github.com/openclaw/openclaw/releases/tag/v2026.6.1

OpenClaw🦞@openclaw · 6月4日59

Agents should learn repeated work, but not by silently rewriting future runs. Skill Workshop turns reusable agent lessons into reviewable proposals you can tweak, apply, or reject before they become live skills. https://openclaw.ai/blog/openclaw-agent-skill-workshop

译Agent应当学习重复工作，但不能通过静默重写未来运行来实现。 Skill Workshop将可重用的Agent经验转化为可审查的提案，你可以在它们成为实时技能之前进行调整、应用或拒绝。 https://openclaw.ai/blog/openclaw-agent-skill-workshop

xAI@xai · 6月4日69

Try Grok models on @Cloudflare's AI Gateway!

译在 @Cloudflare 的 AI Gateway 上尝试 Grok 模型！

MiniMax (official)@MiniMax_AI · 6月4日78

Mem0 is an official launch partner for MiniMax M3! M3's 1M token context window + @mem0ai 's memory layer = AI apps that truly remember. Build personalized AI agents with persistent memory, now with 50% off M3 during launch week. Get started with Minimax → https://platform.minimax.io/docs/guides/models-intro Sign up with mem0 → http://app.mem0.ai/?utm_source=minimax_x_post

译Mem0 是 MiniMax M3 的官方启动合作伙伴！ M3 的 1M token 上下文窗口 + @mem0ai 的记忆层 = 真正记住的 AI 应用。 构建具有持久记忆的个性化 AI 智能体，现在启动周内 M3 享五折优惠。 开始使用 Minimax → https://platform.minimax.io/docs/guides/models-intro 注册 mem0 → http://app.mem0.ai/?utm_source=minimax_x_post

Greg Brockman@gdb · 6月4日71

Major upgrade to GPT-Rosalind, with much better intelligence for drug discovery, analysis, design, and experimental workflows:

译GPT-Rosalind 重大升级，药物发现、分析、设计和实验工作流的智能大幅提升：

🚨 AI News | TestingCatalog@testingcatalog · 6月4日53

Reve 2.0 is now available, and it landed in second place in the text-to-image arena, outranking Nano Banana 2. > We invented a new way to generate and edit any image using precise layouts. For the first time, it’s possible to create images you can touch. > Images are represented as code, so every part of an image becomes addressable, editable, and manipulable. > Every image in Reve is segmented and labeled, giving you precise control over every region and element.

译新模型 Reve 2.0 上线，在 Text-to-Image 竞技场中排名第二，超越 Nano Banana 2 和 GPT-Image-1.5。该模型采用全新图像生成与编辑方式，利用精确布局实现可交互的图像创作：图像被表示为代码，每个区域均可寻址、编辑和操控；图像被自动分割并标注，用户可对每一元素进行精细化控制。

AI Notkilleveryoneism Memes ⏸️@AISafetyMemes · 6月4日20

Lawyers, too, are cooked "When law professors were handed a stack of anonymized answers to student contract questions and asked to pick the better one, they picked AI 75% of the time"

译律师们，也完了 "当法学教授收到一堆匿名的学生合同法问题答案并让选出更好的那个，他们75%的时候选了AI"

Rohan Paul@rohanpaul_ai · 6月4日39

Robotic fingers are progressing faster than we think. Here, motors embedded in the fingers, onboard actuators inside each finger segment, in this Wuji Tech robot hands created this smooth multi-joint movements.

译机器手指的发展速度比我们想象的要快。 这里，手指中嵌入电机，每个指节内部装有板载执行器，Wuji Tech的这款机器人手实现了如此流畅的多关节运动。

OpenAI@OpenAI · 6月4日67

We’re bringing new capabilities to GPT-Rosalind, a model series purpose-built for life sciences research at enterprise scale. It brings GPT-5.5’s agentic coding and tool use together with stronger intelligence for drug discovery, analysis, design, and experimental workflows. https://openai.com/index/introducing-new-capabilities-to-gpt-rosalind

译我们正在为 GPT-Rosalind 带来新功能，这是一个专为企业级生命科学研究打造的模型系列。 它将 GPT-5.5 的智能体编码和工具使用能力与更强大的智能相结合，用于药物发现、分析、设计和实验工作流程。 https://openai.com/index/introducing-new-capabilities-to-gpt-rosalind

Greg Brockman@gdb · 6月4日25

fly with codex

译是时候起飞了。 与 Codex 一起飞翔。

AI Notkilleveryoneism Memes ⏸️@AISafetyMemes · 6月4日44

PAPER: We used state-of-the-art LLMs to prove AI still can't do X THE STATE-OF-THE-ART LLMS:

译论文：我们使用最先进的大语言模型来证明AI仍无法做到X 最先进的大语言模型：

swyx@swyx · 6月4日64

Town is the Devin for Everything Else i was talking about at AIE Europe i brought it into our company one day and a few weeks later was shocked to hear that it had just organically spread to @liamcbride and the rest of our team with no further hyping or enablement from me. this never happens! sadly i was not smart enough to ask to invest, so just genuinely a daily active user sitting on the sidelines like a chump

译TownAI 结束 beta 正式发布，同时宣布完成 5500 万美元 A 轮融资，由 a16z 领投，Forerunner Ventures 等跟投。该 AI 助手可连接用户的邮箱、日历、Slack、文档等，在理解个人工作习惯后自动执行草稿、排程、项目跟踪、跟进等多步任务，且仅当用户授权时才行动。swyx 称其为“Everything Else 的 Devin”，他在公司引入后，团队自然采用，无需额外推广，自己虽未能投资但已成为日常活跃用户。

ClaudeDevs@ClaudeDevs · 6月4日79

How do we automate business analytics with Claude? New blog post covering our best practices for skills, data foundations, and evaluations when building agents to perform data analysis: https://claude.com/blog/how-anthropic-enables-self-service-data-analytics-with-claude

译我们如何用 Claude 自动化商业分析？ 新博客文章，涵盖构建数据智能体时在技能、数据基础和评估方面的最佳实践： https://claude.com/blog/how-anthropic-enables-self-service-data-analytics-with-claude

AI Notkilleveryoneism Memes ⏸️@AISafetyMemes · 6月4日42

Drones enforcing traffic rules in Shenzen

译深圳无人机正在执行交通规则。

fofr@fofrAI · 6月4日61

Ideogram v4 > a scan of a page from my high school A3 art pad, highly original niche pencil piece working on the aura of unusual cross sections and fluidity of otherwise solid surfaces in human portraiture with offset recursion, not anatomical, the cross sections reveal something else, very detailed and complex, no other anatomy, no embellishments, no pencil shavings, no tea stains, clean white paper

译Ideogram v4 表现出色，开放权重。图像清晰，感觉焕然一新。

MiniMax (official)@MiniMax_AI · 6月4日65

@mem0ai is an official launch partner for MiniMax M3! M3's 1M token context window + @mem0ai 's memory layer = AI apps that truly remember. Build personalized AI agents with persistent memory, now with 50% off M3 during launch week. Get started with Minimax → https://platform.minimax.io/docs/guides/models-intro Sign up with mem0 → http://app.mem0.ai/?utm_source=minimax_x_post

译@mem0ai 是 MiniMax M3 的官方发布合作伙伴！ M3 的百万 token 上下文窗口 + @mem0ai 的记忆层 = 真正能记住的 AI 应用。 构建带有持久记忆的个性化 AI 智能体，发布周期间 M3 可享 5 折优惠。 开始使用 Minimax → https://platform.minimax.io/docs/guides/models-intro 注册 mem0 → http://app.mem0.ai/?utm_source=minimax_x_post

SemiAnalysis@SemiAnalysis_ · 6月4日15

The five stages of Claude, @JeremieEO is currently at Stage 1... ACCEPTANCE.

译Claude的五阶段，@JeremieEO目前处于第一阶段... 接受。

Rohan Paul@rohanpaul_ai · 6月4日53

In the world of finance the biggest challenge with AI isn't intelligence. It's trust. Investment teams are still losing too much time turning messy deal files & excels into reports they can actually trust. These guys just launched Leni, a multi-agent system for serious work in real estate, private equity, and investment finance. Claims 80% faster reports, beats GPT/Claude on investment tasks, and full source-traceable outputs. It is designed to run longer tasks, cross-check itself, and return finished deliverables like underwriting workbooks, market studies, IC memos, and reporting

译Leni是一个面向房地产、私募股权和投资金融的多智能体系统，声称报告生成速度提升80%，在投资任务上超越GPT/Claude，输出全源可追溯。它可同时分析数百个文件，自行推理、交叉验证并输出承销工作簿、市场研究、IC备忘录等成品。据称已被机构用于管理超$80B资产，处理超1亿行数据。创始人强调，大额投资场景下“大致正确”毫无意义，Leni的核心目标是实现可验证、可信任的投资级AI决策。

MiniMax (official)@MiniMax_AI · 6月4日65

We are part of @nvidia and @Microsoft ’s Local LLM lineup at #GTC Taipei.🔥 The PC is being reinvented around local, agentic, open-weight models MiniMax-M3 is built exactly for this future: Open-weight. 1M context. Strong coding. Native multimodality. Excited for what comes next!

译我们已加入 @nvidia 和 @Microsoft 在 #GTC Taipei 的本地 LLM 阵容。🔥 PC 正围绕本地、智能体、开放权重模型重新定义。 MiniMax-M3 正是为此未来而打造： 开放权重。 1M 上下文。 强编码能力。 原生多模态。 对接下来的一切充满期待！

ClaudeDevs@ClaudeDevs · 6月4日57

We've changed the trigger word from "workflow" to "ultracode". You can still say "use a workflow for this", but when you're clearly referring to something else, Claude won't kick off a dynamic workflow. For an explicit trigger, use "ultracode". We appreciate the feedback!

译Claude Code（研究预览版）新增动态工作流功能：Claude 即时编写编排脚本，并行启动大量协调的子智能体处理复杂任务。最初用户需在提示词中使用 "workflow" 触发该功能。根据社区反馈，现改为 "ultracode" 作为显式触发词；"workflow" 仍可用于其他上下文，不会误触发动态工作流。

Greg Brockman@gdb · 6月4日74

We've put out a blueprint for democratic governance of frontier AI, and how America can build durable institutions for frontier AI safety:

译我们发布了一份关于前沿AI民主治理的蓝图， 以及美国如何为前沿AI安全建立持久的机构。

AI Notkilleveryoneism Memes ⏸️@AISafetyMemes · 6月4日58

TLDR: to discredit AI safety advocates, the OpenAI/a16z Super Pac made sockpuppet accounts - PRETENDING TO BE AI SAFETY ADVOCATES - that call for violence (!) Yes, a false flag operation. Journalists should be ALL over this. AND - even more fucked up - after Sam Altman was attacked, the Super Pac president blamed AI safety advocates for THEIR rhetoric... while HE was using sockpuppet accounts using this rhetoric Deeply evil, cartoon villain shit

译OpenAI与a16z支持的超级PAC“Build American AI”被曝创建假冒AI安全倡导者的sockpuppet账户，公开发布煽动暴力言论，构成假旗行动以抹黑AI安全群体。更恶劣的是，其主席Nathan Leamer在Sam Altman遇袭后，将责任归咎于安全倡导者的“末日论”，但自己却暗中支持此类极端内容。引用推文显示，事发前不到两周，该组织已支持账号@jonathandoomer发布类似煽动性帖子。记者应深入调查这一双标行为。

Chubby♨️@kimmonismus · 6月4日14

Im confused. And excited at the same time. I got the feeling OpenAI is preparing for some big releases. Superapp? 5.6? Let it come!

译我很困惑，同时也感到兴奋。我感觉到OpenAI正在准备一些重大发布。 超级应用？5.6？让它来吧！

Ethan Mollick@emollick · 6月4日39

This story was so implausible that the only way it even (kind of) made sense if it is some sort of internal accounting placeholder at a cloud provider using their own compute. And even then it seems unbelievable for a wide number of reasons.

译@binarybits 称，不相信有公司一个月意外花费5亿美元在Claude上，这个数字大得不合理。主推文表示这故事难以置信，唯一可能解释是云提供商内部会计占位符，即便如此也仍有诸多疑点。

Sundar Pichai@sundarpichai · 6月4日73

Our new Gemma 4 12B model hits a sweet spot between size + performance: it can run locally on a laptop, while enabling powerful multi-step reasoning and agentic workflows. Can’t wait to see what the community does with this one!

译Gemma 4 系列累计下载量突破1.5亿次，Google随之推出新成员Gemma 4 12B。该模型仅12B参数，可在16GB VRAM笔记本上本地运行，兼顾尺寸与性能，支持多步推理和智能体工作流。采用Apache 2.0开源许可，供社区使用。

xAI@xai · 6月4日45

Meet Go by Gopuff and SpaceXAI: your personal shopping assistant that knows what you want and delivers in minutes. Powered by Grok text, audio, and image models.

译认识由Gopuff和SpaceXAI推出的Go：你的个人购物助手，它知道你想要什么，并在几分钟内送达。 由Grok文本、音频和图像模型驱动。

Midjourney@midjourney · 6月4日35

Midjourney Weekly Office Hours - 6/3 https://x.com/i/spaces/1DxLddwZyZkxm

译"Midjourney 每周办公时间 - 6/3 https://x.com/i/spaces/1DxLddwZyZkxm"

Satya Nadella@satyanadella · 6月4日40

Thanks for joining us at Build, Jensen! Grateful for the deep partnership with NVIDIA across cloud and edge.

译感谢你加入我们的Build大会，黄仁勋！感谢与NVIDIA在云和边缘领域的深度合作。

Elon Musk@elonmusk · 6月4日29

Built with Grok

译Gopuff推出了AI购物助手Go，由SpaceXAI联合开发。只需说出你需要的，商品已在路上。 基于Grok构建。

fofr@fofrAI · 6月4日69

Ideogram v4 is really good, and open weights. Images are crisp and feel fresh.

译Ideogram v4 真的很好，而且开源权重。图像清新锐利，令人耳目一新。

🚨 AI News | TestingCatalog@testingcatalog · 6月4日40

👀 Interesting... Google AI Studio product lead quoting http://op.al website, who just announced funding from @openai

译👀 有意思……Google AI Studio 产品负责人引用了 http://op.al 网站，该网站刚刚宣布获得 @openai 的投资